Utility of RNA Sequencing for Analysis of Maize Reproductive Transcriptomes

被引:108
作者
Davidson, Rebecca M. [1 ]
Hansey, Candice N. [1 ,2 ]
Gowda, Malali [1 ]
Childs, Kevin L. [1 ,2 ]
Lin, Haining [1 ,2 ]
Vaillancourt, Brieanne [1 ,2 ]
Sekhon, Rajandeep S. [3 ,4 ]
de Leon, Natalia [3 ,4 ]
Kaeppler, Shawn M. [3 ,4 ]
Jiang, Ning [5 ]
Buell, C. Robin [1 ,2 ]
机构
[1] Michigan State Univ, Dep Plant Biol, E Lansing, MI 48824 USA
[2] Michigan State Univ, Dep Energy Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USA
[3] Univ Wisconsin, Dep Agron, Madison, WI 53706 USA
[4] Univ Wisconsin, Dep Energy Great Lakes Bioenergy Res Ctr, Madison, WI 53706 USA
[5] Michigan State Univ, Dep Hort, E Lansing, MI 48824 USA
基金
美国国家科学基金会;
关键词
GENE-EXPRESSION PROFILES; GENOME-WIDE ANALYSIS; CELL-DIFFERENTIATION; CORRELATION NETWORK; DUPLICATE GENES; ARABIDOPSIS; SEQ; IDENTIFICATION; DYNAMICS; LEAF;
D O I
10.3835/plantgenome2011.05.0015
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Transcriptome sequencing is a powerful method for studying global expression patterns in large, complex genomes. Evaluation of sequence-based expression profiles during reproductive development would provide functional annotation to genes underlying agronomic traits. We generated transcriptome profiles for 12 diverse maize (Zea mays L.) reproductive tissues representing male, female, developing seed, and leaf tissues using high throughput transcriptome sequencing. Overall, similar to 80% of annotated genes were expressed. Comparative analysis between sequence and hybridization-based methods demonstrated the utility of ribonucleic acid sequencing (RNA-seq) for expression determination and differentiation of paralagous genes (similar to 85% of maize genes). Analysis of 4975 gene families across reproductive tissues revealed expression divergence is proportional to family size. In all pairwise comparisons between tissues, 7 (pre- vs. postemergence cobs) to 48% (pollen vs. ovule) of genes were differentially expressed. Genes with expression restricted to a single tissue within this study were identified with the highest numbers observed in leaves, endosperm, and pollen. Coexpression network analysis identified 17 gene modules with complex and shared expression patterns containing many previously described maize genes. The data and analyses in this study provide valuable tools through improved gene annotation, gene family characterization, and a core set of candidate genes to further characterize maize reproductive development and improve grain yield potential.
引用
收藏
页码:191 / 203
页数:13
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